PLATFORM CAPABILITIES

What the platform does — end to end.

ARCHITECT-Q turns any written document into an audit-grade forensic report. Each capability below describes an outcome the platform delivers. Internal architecture and operating mechanics are proprietary and are not published.

Core Capabilities

What the system does to a document, from intake to final report.

01

Verified Intake & Source Validation

CAPABILITYValidates every submission for completeness, format, source authenticity, and metadata before any analysis begins — rejecting anything ineligible at the gate.

WHAT IT DELIVERSWhole-document submission only, from attested, original sources with an unbroken chain of custody and full contextual metadata. Nothing partial, anonymous, or unverifiable enters the pipeline.

02

Multi-Path Reasoning

CAPABILITYExamines each document from many parallel analytic perspectives, then reconciles them into a single defensible result.

WHAT IT DELIVERSRather than a single pass, the platform explores competing interpretations — claims, contradictions, framing, and adversarial patterns — and resolves them into one consensus finding with no ambiguous output.

03

Deterministic Claim Analysis

CAPABILITYBreaks the document into individual claims, traces each to its supporting evidence, and assigns a clear status to every one.

WHAT IT DELIVERSEach claim is classified — for example approved, conditional, unsupported, or requiring further proof — so reviewers can see exactly which statements hold up and which do not.

04

Bias & Framing Detection

CAPABILITYIdentifies bias across multiple axes — selection, framing, sentiment, and political, commercial, or adversarial spin — for every segment of the document.

WHAT IT DELIVERSFindings are surfaced as a heatmap so reviewers can see where bias concentrates. Significant concentrations are flagged for forensic review before any report is released.

05

Analytic Fragility Assessment

CAPABILITYMeasures how much contradiction and uncertainty a document carries relative to the checks performed, and blocks fragile results.

WHAT IT DELIVERSResults that are internally inconsistent or unstable are held back from export and logged for remediation rather than presented as confident conclusions.

06

Adversarial Stress-Testing

CAPABILITYChallenges every analysis with injected adversarial and contradictory scenarios to surface attack surfaces and drift before release.

WHAT IT DELIVERSThe platform actively tries to break its own conclusions. If a crafted manipulation could evade detection, the result is blocked until coverage is confirmed.

07

Compliance & Audit Gating

CAPABILITYApplies institutional compliance rules and enforces a complete audit trail at every step, blocking any output that fails a requirement.

WHAT IT DELIVERSReports are released only when every compliance and integrity check passes. The pipeline is fail-closed: when in doubt, it withholds rather than releases.

08

Visual Reporting & Auditable Export

CAPABILITYRenders each completed analysis as a unified, accessible dashboard and exports it as a signed, machine-readable record with full provenance.

WHAT IT DELIVERSClaim governance, bias heatmaps, scenario views, and compliance scorecards in one accessible report — exportable as a verifiable, provenance-carrying record for institutional or regulatory review.

IN SHORT

Taken together, these capabilities describe a single service: a deterministic, fail-closed forensic analysis of whole written documents in which verified intake, multi-path reasoning, evidence weighting, bias and fragility assessment, adversarial stress-testing, compliance enforcement, and auditable reporting are applied in sequence — with no result released unless every checkpoint passes.

Access is grant-gated

These capabilities are operated only by approved institutions. NGOs, research institutes, and think tanks may apply through the Embassy Row Project grant process.

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